summary.transform: Summarizing transformation information

In dlookr: Tools for Data Diagnosis, Exploration, Transformation

Summarizing transformation information

Description

print and summary method for "transform" class.

Usage

## S3 method for class 'transform'
summary(object, ...)

## S3 method for class 'transform'
print(x, ...)

Arguments

object	an object of class "transform", usually, a result of a call to transform().
...	further arguments passed to or from other methods.
x	an object of class "transform",usually, a result of a call to transform().

Details

summary.transform compares the distribution of data before and after data transformation.

See Also

transform, plot.transform.

Examples

# Standardization ------------------------------
creatinine_minmax <- transform(heartfailure$creatinine, method = "minmax")
creatinine_minmax
summary(creatinine_minmax)

plot(creatinine_minmax)

# Resolving Skewness  --------------------------
creatinine_log <- transform(heartfailure$creatinine, method = "log")
creatinine_log
summary(creatinine_log)

plot(creatinine_log)

plot(creatinine_log, typographic = FALSE)

dlookr documentation built on May 29, 2024, 2 a.m.